Multilayer Networks Analysis And Visualization

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Multilayer Networks: Analysis and Visualization

Author : Manlio De Domenico
Publisher : Springer Nature
ISBN 13 : 3030757188
Total Pages : 125 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Multilayer Networks: Analysis and Visualization by : Manlio De Domenico

Download or read book Multilayer Networks: Analysis and Visualization written by Manlio De Domenico and published by Springer Nature. This book was released on 2022-03-31 with total page 125 pages. Available in PDF, EPUB and Kindle. Book excerpt: The adoption of multilayer analysis techniques is rapidly expanding across all areas of knowledge, from social sciences (the first facing the complexity of such structures, decades ago) to computer science, from biology to engineering. However, until now, no book has dealt exclusively with the analysis and visualization of multilayer networks. Multilayer Networks: Analysis and Visualization provides a guided introduction to one of the most complete computational frameworks, named muxViz, with introductory information about the underlying theoretical aspects and a focus on the analytical side. Dozens of analytical scripts and examples to use the muxViz library in practice, by means of the Graphical User Interface or by means of the R scripting language, are provided. In addition to researchers in the field of network science, as well as practitioners interested in network visualization and analysis, this book will appeal to researchers without strong technical or computer science background who want to learn how to use muxViz software, such as researchers from humanities, social science and biology: audiences which are targeted by case studies included in the book. Other interdisciplinary audiences include computer science, physics, neuroscience, genetics, urban transport and engineering, digital humanities, social and computational social science. Readers will learn how to use, in a very practical way (i.e., without focusing on theoretical aspects), the algorithms developed by the community and implemented in the free and open-source software muxViz. The data used in the book is available on a dedicated (open and free) site.

Complex Networks and Their Applications VII

Author : Luca Maria Aiello
Publisher : Springer
ISBN 13 : 303005411X
Total Pages : 906 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Complex Networks and Their Applications VII by : Luca Maria Aiello

Download or read book Complex Networks and Their Applications VII written by Luca Maria Aiello and published by Springer. This book was released on 2018-12-01 with total page 906 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book highlights cutting-edge research in the field of network science, offering scientists, researchers, students and practitioners a unique update on the latest advances in theory, together with a wealth of applications. It presents the peer-reviewed proceedings of the VII International Conference on Complex Networks and their Applications (COMPLEX NETWORKS 2018), which was held in Cambridge on December 11–13, 2018. The carefully selected papers cover a wide range of theoretical topics such as network models and measures; community structure and network dynamics; diffusion, epidemics and spreading processes; and resilience and control; as well as all the main network applications, including social and political networks; networks in finance and economics; biological and neuroscience networks; and technological networks.

Multilayer Social Networks

Author : Mark E. Dickison
Publisher : Cambridge University Press
ISBN 13 : 1107079497
Total Pages : 215 pages
Book Rating : 4.1/5 (7 download)

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Book Synopsis Multilayer Social Networks by : Mark E. Dickison

Download or read book Multilayer Social Networks written by Mark E. Dickison and published by Cambridge University Press. This book was released on 2016-07-19 with total page 215 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book unifies and consolidates methods for analyzing multilayer networks arising from the social and physical sciences and computing.

Multiplex Networks

Author : Emanuele Cozzo
Publisher : Springer
ISBN 13 : 3319922556
Total Pages : 124 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Multiplex Networks by : Emanuele Cozzo

Download or read book Multiplex Networks written by Emanuele Cozzo and published by Springer. This book was released on 2018-06-27 with total page 124 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides the basis of a formal language and explores its possibilities in the characterization of multiplex networks. Armed with the formalism developed, the authors define structural metrics for multiplex networks. A methodology to generalize monoplex structural metrics to multiplex networks is also presented so that the reader will be able to generalize other metrics of interest in a systematic way. Therefore, this book will serve as a guide for the theoretical development of new multiplex metrics. Furthermore, this Brief describes the spectral properties of these networks in relation to concepts from algebraic graph theory and the theory of matrix polynomials. The text is rounded off by analyzing the different structural transitions present in multiplex systems as well as by a brief overview of some representative dynamical processes. Multiplex Networks will appeal to students, researchers, and professionals within the fields of network science, graph theory, and data science.

Visual Analysis of Multilayer Networks

Author : Fintan McGee
Publisher : Morgan & Claypool Publishers
ISBN 13 : 1636391443
Total Pages : 152 pages
Book Rating : 4.6/5 (363 download)

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Book Synopsis Visual Analysis of Multilayer Networks by : Fintan McGee

Download or read book Visual Analysis of Multilayer Networks written by Fintan McGee and published by Morgan & Claypool Publishers. This book was released on 2021-06-10 with total page 152 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is an overview and structured analysis of contemporary multilayer network visualization. It surveys techniques as well as tools, tasks, and analytics from within application domains. It also identifies research opportunities and examines outstanding challenges along with potential solutions and future research directions for addressing them. Visual Analysis of Multilayer Networks is not only for visualization researchers, but for those who need to visualize multilayer networks in the domain of complex systems, as well as anyone solving problems within application domains. The emergence of multilayer networks as a concept from the field of complex systems provides many new opportunities for the visualization of network complexity, and has also raised many new exciting challenges. The multilayer network model recognizes that the complexity of relationships between entities in real-world systems is better embraced as several interdependent subsystems (or layers) rather than a simple graph approach. Despite only recently being formalized and defined, this model can be applied to problems in the domains of life sciences, sociology, digital humanities, and more. Within the domain of network visualization there already are many existing systems, which visualize data sets having many characteristics of multilayer networks, and many techniques, which are applicable to their visualization.

Visual Analysis of Multilayer Networks

Author : Fintan McGee
Publisher : Springer Nature
ISBN 13 : 303102608X
Total Pages : 134 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Visual Analysis of Multilayer Networks by : Fintan McGee

Download or read book Visual Analysis of Multilayer Networks written by Fintan McGee and published by Springer Nature. This book was released on 2022-06-01 with total page 134 pages. Available in PDF, EPUB and Kindle. Book excerpt: The emergence of multilayer networks as a concept from the field of complex systems provides many new opportunities for the visualization of network complexity, and has also raised many new exciting challenges. The multilayer network model recognizes that the complexity of relationships between entities in real-world systems is better embraced as several interdependent subsystems (or layers) rather than a simple graph approach. Despite only recently being formalized and defined, this model can be applied to problems in the domains of life sciences, sociology, digital humanities, and more. Within the domain of network visualization there already are many existing systems, which visualize data sets having many characteristics of multilayer networks, and many techniques, which are applicable to their visualization. In this Synthesis Lecture, we provide an overview and structured analysis of contemporary multilayer network visualization. This is not only for researchers in visualization, but also for those who aim to visualize multilayer networks in the domain of complex systems, as well as those solving problems within application domains. We have explored the visualization literature to survey visualization techniques suitable for multilayer network visualization, as well as tools, tasks, and analytic techniques from within application domains. We also identify the research opportunities and examine outstanding challenges for multilayer network visualization along with potential solutions and future research directions for addressing them.

Big Data in Complex and Social Networks

Author : My T. Thai
Publisher : CRC Press
ISBN 13 : 1315396696
Total Pages : 253 pages
Book Rating : 4.3/5 (153 download)

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Book Synopsis Big Data in Complex and Social Networks by : My T. Thai

Download or read book Big Data in Complex and Social Networks written by My T. Thai and published by CRC Press. This book was released on 2016-12-01 with total page 253 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents recent developments on the theoretical, algorithmic, and application aspects of Big Data in Complex and Social Networks. The book consists of four parts, covering a wide range of topics. The first part of the book focuses on data storage and data processing. It explores how the efficient storage of data can fundamentally support intensive data access and queries, which enables sophisticated analysis. It also looks at how data processing and visualization help to communicate information clearly and efficiently. The second part of the book is devoted to the extraction of essential information and the prediction of web content. The book shows how Big Data analysis can be used to understand the interests, location, and search history of users and provide more accurate predictions of User Behavior. The latter two parts of the book cover the protection of privacy and security, and emergent applications of big data and social networks. It analyzes how to model rumor diffusion, identify misinformation from massive data, and design intervention strategies. Applications of big data and social networks in multilayer networks and multiparty systems are also covered in-depth.

Multilayer Networks

Author : Ginestra Bianconi
Publisher : Oxford University Press
ISBN 13 : 0191068500
Total Pages : 417 pages
Book Rating : 4.1/5 (91 download)

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Book Synopsis Multilayer Networks by : Ginestra Bianconi

Download or read book Multilayer Networks written by Ginestra Bianconi and published by Oxford University Press. This book was released on 2018-06-07 with total page 417 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multilayer networks is a rising topic in Network Science which characterizes the structure and the function of complex systems formed by several interacting networks. Multilayer networks research has been propelled forward by the wide realm of applications in social, biological and infrastructure networks and the large availability of network data, as well as by the significance of recent results, which have produced important advances in this rapidly growing field. This book presents a comprehensive account of this emerging field. It provides a theoretical introduction to the main results of multilayer network science.

Statistical Analysis of Network Data with R

Author : Eric D. Kolaczyk
Publisher : Springer
ISBN 13 : 1493909835
Total Pages : 214 pages
Book Rating : 4.4/5 (939 download)

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Book Synopsis Statistical Analysis of Network Data with R by : Eric D. Kolaczyk

Download or read book Statistical Analysis of Network Data with R written by Eric D. Kolaczyk and published by Springer. This book was released on 2014-05-22 with total page 214 pages. Available in PDF, EPUB and Kindle. Book excerpt: Networks have permeated everyday life through everyday realities like the Internet, social networks, and viral marketing. As such, network analysis is an important growth area in the quantitative sciences, with roots in social network analysis going back to the 1930s and graph theory going back centuries. Measurement and analysis are integral components of network research. As a result, statistical methods play a critical role in network analysis. This book is the first of its kind in network research. It can be used as a stand-alone resource in which multiple R packages are used to illustrate how to conduct a wide range of network analyses, from basic manipulation and visualization, to summary and characterization, to modeling of network data. The central package is igraph, which provides extensive capabilities for studying network graphs in R. This text builds on Eric D. Kolaczyk’s book Statistical Analysis of Network Data (Springer, 2009).

Multilayer Social Networks

Author : Mark E. Dickison
Publisher : Cambridge University Press
ISBN 13 : 1316720632
Total Pages : 215 pages
Book Rating : 4.3/5 (167 download)

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Book Synopsis Multilayer Social Networks by : Mark E. Dickison

Download or read book Multilayer Social Networks written by Mark E. Dickison and published by Cambridge University Press. This book was released on 2016-07-18 with total page 215 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multilayer networks, in particular multilayer social networks, where users belong to and interact on different networks at the same time, are an active research area in social network analysis, computer science, and physics. These networks have traditionally been studied within these separate research communities, leading to the development of several independent models and methods to deal with the same set of problems. This book unifies and consolidates existing practical and theoretical knowledge on multilayer networks including data collection and analysis, modeling, and mining of multilayer social network systems, the evolution of interconnected social networks, and dynamic processes such as information spreading. A single real dataset is used to illustrate the concepts presented throughout the book, demonstrating both the practical utility and the potential shortcomings of the various methods. Researchers from all areas of network analysis will learn new aspects and future directions of this emerging field.

Advances in methods and tools for multi-omics data analysis

Author : Ornella Cominetti
Publisher : Frontiers Media SA
ISBN 13 : 2832523420
Total Pages : 184 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Advances in methods and tools for multi-omics data analysis by : Ornella Cominetti

Download or read book Advances in methods and tools for multi-omics data analysis written by Ornella Cominetti and published by Frontiers Media SA. This book was released on 2023-05-12 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Business and Consumer Analytics: New Ideas

Author : Pablo Moscato
Publisher : Springer
ISBN 13 : 3030062228
Total Pages : 1000 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Business and Consumer Analytics: New Ideas by : Pablo Moscato

Download or read book Business and Consumer Analytics: New Ideas written by Pablo Moscato and published by Springer. This book was released on 2019-05-30 with total page 1000 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume handbook presents a collection of novel methodologies with applications and illustrative examples in the areas of data-driven computational social sciences. Throughout this handbook, the focus is kept specifically on business and consumer-oriented applications with interesting sections ranging from clustering and network analysis, meta-analytics, memetic algorithms, machine learning, recommender systems methodologies, parallel pattern mining and data mining to specific applications in market segmentation, travel, fashion or entertainment analytics. A must-read for anyone in data-analytics, marketing, behavior modelling and computational social science, interested in the latest applications of new computer science methodologies. The chapters are contributed by leading experts in the associated fields.The chapters cover technical aspects at different levels, some of which are introductory and could be used for teaching. Some chapters aim at building a common understanding of the methodologies and recent application areas including the introduction of new theoretical results in the complexity of core problems. Business and marketing professionals may use the book to familiarize themselves with some important foundations of data science. The work is a good starting point to establish an open dialogue of communication between professionals and researchers from different fields. Together, the two volumes present a number of different new directions in Business and Customer Analytics with an emphasis in personalization of services, the development of new mathematical models and new algorithms, heuristics and metaheuristics applied to the challenging problems in the field. Sections of the book have introductory material to more specific and advanced themes in some of the chapters, allowing the volumes to be used as an advanced textbook. Clustering, Proximity Graphs, Pattern Mining, Frequent Itemset Mining, Feature Engineering, Network and Community Detection, Network-based Recommending Systems and Visualization, are some of the topics in the first volume. Techniques on Memetic Algorithms and their applications to Business Analytics and Data Science are surveyed in the second volume; applications in Team Orienteering, Competitive Facility-location, and Visualization of Products and Consumers are also discussed. The second volume also includes an introduction to Meta-Analytics, and to the application areas of Fashion and Travel Analytics. Overall, the two-volume set helps to describe some fundamentals, acts as a bridge between different disciplines, and presents important results in a rapidly moving field combining powerful optimization techniques allied to new mathematical models critical for personalization of services. Academics and professionals working in the area of business anyalytics, data science, operations research and marketing will find this handbook valuable as a reference. Students studying these fields will find this handbook useful and helpful as a secondary textbook.

The Oxford Handbook of Social Networks

Author : Ryan Light
Publisher : Oxford University Press
ISBN 13 : 0197520618
Total Pages : 697 pages
Book Rating : 4.1/5 (975 download)

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Book Synopsis The Oxford Handbook of Social Networks by : Ryan Light

Download or read book The Oxford Handbook of Social Networks written by Ryan Light and published by Oxford University Press. This book was released on 2020-11-20 with total page 697 pages. Available in PDF, EPUB and Kindle. Book excerpt: While some social scientists may argue that we have always been networked, the increased visibility of networks today across economic, political, and social domains can hardly be disputed. Social networks fundamentally shape our lives and social network analysis has become a vibrant, interdisciplinary field of research. In The Oxford Handbook of Social Networks, Ryan Light and James Moody have gathered forty leading scholars in sociology, archaeology, economics, statistics, and information science, among others, to provide an overview of the theory, methods, and contributions in the field of social networks. Each of the thirty-three chapters in this Handbook moves through the basics of social network analysis aimed at those seeking an introduction to advanced and novel approaches to modeling social networks statistically. They cover both a succinct background to, and future directions for, distinctive approaches to analyzing social networks. The first section of the volume consists of theoretical and methodological approaches to social networks, such as visualization and network analysis, statistical approaches to networks, and network dynamics. Chapters in the second section outline how network perspectives have contributed substantively across numerous fields, including public health, political analysis, and organizational studies. Despite the rapid spread of interest in social network analysis, few volumes capture the state-of-the-art theory, methods, and substantive contributions featured in this volume. This Handbook therefore offers a valuable resource for graduate students and faculty new to networks looking to learn new approaches, scholars interested in an overview of the field, and network analysts looking to expand their skills or substantive areas of research.

Exploratory Social Network Analysis with Pajek

Author : Wouter de Nooy
Publisher : Cambridge University Press
ISBN 13 : 9780521841733
Total Pages : 362 pages
Book Rating : 4.8/5 (417 download)

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Book Synopsis Exploratory Social Network Analysis with Pajek by : Wouter de Nooy

Download or read book Exploratory Social Network Analysis with Pajek written by Wouter de Nooy and published by Cambridge University Press. This book was released on 2005-01-10 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the first textbook on social network analysis integrating theory, applications, and professional software for performing network analysis. The book introduces the main concepts and their applications in social research with exercises. An application section explaining how to perform the network analyses with Pajek software follows each theoretical section.

Random Walks and Diffusion

Author : Open University Course Team
Publisher :
ISBN 13 : 9780749251680
Total Pages : 200 pages
Book Rating : 4.2/5 (516 download)

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Book Synopsis Random Walks and Diffusion by : Open University Course Team

Download or read book Random Walks and Diffusion written by Open University Course Team and published by . This book was released on 2009-10-21 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: This block explores the diffusion equation which is most commonly encountered in discussions of the flow of heat and of molecules moving in liquids, but diffusion equations arise from many different areas of applied mathematics. As well as considering the solutions of diffusion equations in detail, we also discuss the microscopic mechanism underlying the diffusion equation, namely that particles of matter or heat move erratically. This involves a discussion of elementary probability and statistics, which are used to develop a description of random walk processes and of the central limit theorem. These concepts are used to show that if particles follow random walk trajectories, their density obeys the diffusion equation.

Digital Technologies and Applications

Author : Saad Motahhir
Publisher : Springer Nature
ISBN 13 : 3031024478
Total Pages : 855 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Digital Technologies and Applications by : Saad Motahhir

Download or read book Digital Technologies and Applications written by Saad Motahhir and published by Springer Nature. This book was released on 2022-05-05 with total page 855 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents volume 2 of selected research papers presented at the Second International Conference on Digital Technologies and Applications (ICDTA 22), held at Sidi Mohamed Ben Abdellah University, Fez, Morocco, on 28–29 January 2022. Highlighting the latest innovations in digital technologies as: Artifiscial Intelligence, Internet of things, Embedded systems, Network Technology, information processing and their applications in several areas as hybrid vehicles, renewable energy, Mechatronics, Medicine... The respective papers will encourage and inspire researchers, industry professionals, and policymakers to put these methods into practice.

The Power of Corporate Networks

Author : Thomas David
Publisher : Routledge
ISBN 13 : 1317913906
Total Pages : 402 pages
Book Rating : 4.3/5 (179 download)

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Book Synopsis The Power of Corporate Networks by : Thomas David

Download or read book The Power of Corporate Networks written by Thomas David and published by Routledge. This book was released on 2014-08-27 with total page 402 pages. Available in PDF, EPUB and Kindle. Book excerpt: Corporate networks, the links between companies and their leaders, reflect a country’s economic organization and its corporate governance system. Most research on corporate networks focuses on individual countries or particular time periods, however, making fruitful comparisons over longer periods of time difficult. This book provides a unique long-term analysis of the rise, consolidation, decline, and occasional re-emergence of these networks in fourteen countries across North and South America, Europe, and Asia in the 20th and early 21st centuries. In this volume, the editors bring together the most internationally well-known specialists to investigate the long-term development of corporate networks. Using a combination of quantitative and qualitative research approaches, the authors describe the main developments and changes in the corporate network over time by focusing on important network indicators in benchmark years, and identify historical explanations for these developments. This unique, long-term perspective allows readers insight into how and why national corporate networks have evolved over time.